Hyper-Parameter Optimization: A Review of Algorithms and Applications

12 March 2020

Papers citing "Hyper-Parameter Optimization: A Review of Algorithms and Applications"

13 / 63 papers shown

Title
Freeze-Thaw Bayesian Optimization Kevin Swersky Jasper Snoek Ryan P. Adams 77 269 0 16 Jun 2014
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions José Miguel Hernández-Lobato Matthew W. Hoffman Zoubin Ghahramani 96 647 0 10 Jun 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 157 4,939 0 23 Mar 2014
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 238 2,178 0 18 Feb 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 148 6,624 0 22 Dec 2012
Oracle inequalities for computationally adaptive model selection Alekh Agarwal Peter L. Bartlett John C. Duchi 70 17 0 01 Aug 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 447 7,661 0 03 Jul 2012
Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization Thomas Desautels Andreas Krause J. W. Burdick 101 473 0 27 Jun 2012
Practical recommendations for gradient-based training of deep architectures Yoshua Bengio 3DH ODL 193 2,198 0 24 Jun 2012
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 353 7,936 0 13 Jun 2012
Entropy Search for Information-Efficient Global Optimization Philipp Hennig Christian J. Schuler 116 673 0 06 Dec 2011
Portfolio Allocation for Bayesian Optimization E. Brochu Matthew W. Hoffman Nando de Freitas 390 280 0 28 Sep 2010
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 146 1,619 0 21 Dec 2009